Vishwa Vinay

Senior Research Scientist

Bangalore

Vishwa Vinay holds a PhD in Computer Science from University College London. He spent 8 years in the Information Retrieval group at Microsoft Research in Cambridge working on enterprise search & recommendations, web crawling and related areas. Other work experience includes American Express, as part of their Big Data Labs group, working on statistical models for merchant servicing.

Publications

A Framework for Knowledge-Derived Query Suggestions

Rezayi, S., Lipka, N., Vinay, V., Rossi, R., Dernoncourt, F., King, T., Li, S. (Dec. 17, 2021)

2021 IEEE International Conference on Big Data

Inspiration Retrieval for Visual Exploration

Jain, N., Vaddamanu, P., Maheshwari, P., Vinay, V., Kulkarni, K. (Dec. 13, 2021)

NeurIPS 2021 Workshop on Machine Learning for Creativity and Design

Gaudí: Conversational Interactions with Deep Representations to Generate Image Collections

Bursztyn, V., Healey, J., Vinay, V. (Dec. 13, 2021)

NeurIPS 2021 Workshop on Machine Learning for Creativity and Design

Generating Compositional Color Representations from Text

Maheshwari, P., Jain, N., Vaddamanu, P., Raut, D., Vaishay, S., Vinay, V. (Nov. 1, 2021)

Proceedings of the 30th ACM International Conference on Information & Knowledge Management 2021

Scene Graph Embeddings Using Relative Similarity Supervision

Maheshwari, P., Chaudhry, R., Vinay, V. (Feb. 2, 2021)

35th AAAI Conference on Artificial Intelligence (AAAI 2021)

Learning Colour Representations of Search Queries

Maheshwari, P., Ghuhan, M., Vinay, V. (Jul. 25, 2020)

43rd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2020)

Using Image Captions and Multitask Learning for Recommending Query Reformulations

Verma, G., Vinay, V., Bansal*, S., Oberoi*, S., Sharma*, M., Gupta, P. (Apr. 14, 2020)

European Conference on Information Retrieval (ECIR)

Content-based Layout Optimization

Srinivasan, B., Vinay, V., Chhaya, N. (Mar. 20, 2019)

ACM IUI Workshop on Exploratory Search and Interactive Data Analytics

Metrics based Content Layouting

Srinivasan, B., Vinay, V., Chhaya, N. (Mar. 17, 2019)

24th ACM International Conference on Intelligent User Interfaces (IUI Poster)

Offline Evaluation of Ranking Policies with Click Models

Li, S., Abbasi-Yadkori, Y., Kveton, B., Muthukrishnan, S., Vinay, V., Wen, Z. (Aug. 19, 2018)

ACM International Conference on Knowledge Discovery & Data Mining (KDD)

Modeling Time to Open of Emails with a Latent State for User Engagement Level

Sinha, M., Vinay, V., Singh, H. (Feb. 5, 2018)

ACM International Conference on Web Search and Data Mining (WSDM)